Education Catalog

Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare Read the abstract Presenter Maryam Zolnoori, PhD, is a postdoctoral research scientist in the School of Nursing. She has master’s degrees in information technology and health informatics from Tarbiat Modares University and Indiana [...]

Inpatient nurses' preferences and decisions with risk information visualization Read the abstract Presenter Statement of Purpose Many hospitals have implemented sophisticated predictive models in hopes of improving care delivery; however, these systems’ effectiveness have yielded mixed results, with a primary reason being ineffective user interfaces contributing to implementation challenges. We [...]

Improving model transferability for clinical note section classification models using continued pretraining Read the abstract Presenters Watch Recording Statement of Purpose Section classification refers to the task of assigning section names to clinical note segments. This is typically a preprocessing step that benefits downstream NLP tasks, such as named entity [...]

Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO) Read the abstract Watch the Recording Presenters Statement of Purpose As the significance of Social Determinants of Health (SDoH) becomes increasingly acknowledged, non-medical factors surrounding us profoundly influence our health outcomes. In this growing field, our work serves [...]

The AMIA Public Policy hosts a webinar focusing on the progress for the clinical informatics industry formally through designated occupational codes.